Table 2.
Standardized regression coefficients (β), t-ratios, and p-values for each parameter, as well as R2 for the full and final models from backwards elimination stepwise regression. Cp values for each step are provided for validation purposes.
Step | Parameter | □std β | t | p | Action | R2 | Cp |
---|---|---|---|---|---|---|---|
1 | Full model | 0.15 | Entered | 0.15 | 6 | ||
2 | Language Index | −0.014 | −0.09 | 0.93 | Removed | 4.01 | |
3 | Immediate Memory Index | −0.046 | −0.20 | 0.84 | Removed | 2.05 | |
4 | Attention Index | −0.059 | −0.42 | 0.68 | Removed | 0.21 | |
5 | Visuospatial/Constructional Index | 0.19 | 1.49 | 0.14 | Removed | 0.32 | |
| |||||||
Final model | |||||||
Delayed Memory Index | −0.33 | −2.53 | 0.01 | 0.11 |
Dependent variable: One-week practice effect.
Cp = Mallow’s criterion, with smaller values indicated better model fit. Note that the values reported for each parameter are calculated after that parameter had been removed, e.g., Cp = 0.21 for Step 4 was calculated after the Attention Index score parameter was removed, leaving the Visuospatial/Constructional Index and Delayed Memory Index in the stepwise elimination.